Hi I'm a deep learning engineer experience in statistical modeling, optimization, generative models and bayesian methods, simulations, reinforcement learning, planning and control, forecasting and predictive modeling, recommendations, and anomaly detection
* Built an A3C reinforcement learning model to optimize gas production on multi-well pad using time-series, computer vision, and a physics-based simulator for training, testing, and validation.
* Developed a computer vision and reinforcement pipeline for an battle bot competition between fully autonomous and human controlled bots using Unity Agents, Tensorflow, OpenCV
* Developed hierarchical scene understanding recognition model capable of tracking variable number of objects in multiple configurations
* Built a multi-armed bandit model for online control bootstrapping exploration with historical data to control heating in a system with difficult to simulate high sensitivity to initial conditions
Hi I'm a deep learning engineer experience in statistical modeling, optimization, generative models and bayesian methods, simulations, reinforcement learning, planning and control, forecasting and predictive modeling, recommendations, and anomaly detection
Email: [email protected]
Linkedin: https://www.linkedin.com/in/maximlakin/
Past project:
* Built an A3C reinforcement learning model to optimize gas production on multi-well pad using time-series, computer vision, and a physics-based simulator for training, testing, and validation.
* Developed a computer vision and reinforcement pipeline for an battle bot competition between fully autonomous and human controlled bots using Unity Agents, Tensorflow, OpenCV
* Developed hierarchical scene understanding recognition model capable of tracking variable number of objects in multiple configurations
* Built a multi-armed bandit model for online control bootstrapping exploration with historical data to control heating in a system with difficult to simulate high sensitivity to initial conditions
Tools: python, tensorflow, numpy, pandas, keras, pytorch, jupyter, opencv